Pollinations Think MCP Server

/** * Additional methods for the thinking engine */ /** * Parse persona response into structured format */ export function parsePersonaResponse(personaName, response, focus) { const result = { persona: personaName, focus: focus, rawResponse: response, keyInsights: [], recommendations: [], concerns: [], metrics: [], timestamp: new Date().toISOString() }; try { const lines = response.split('\n').filter(line => line.trim()); let currentSection = null; for (const line of lines) { const trimmed = line.trim(); if (trimmed.match(/^1\.|key insights?/i)) { currentSection = 'insights'; continue; } else if (trimmed.match(/^2\.|strategic recommendations?|recommendations?/i)) { currentSection = 'recommendations'; continue; } else if (trimmed.match(/^3\.|concerns?|limitations?/i)) { currentSection = 'concerns'; continue; } else if (trimmed.match(/^4\.|metrics?|indicators?/i)) { currentSection = 'metrics'; continue; } if (trimmed.startsWith('-') || trimmed.startsWith('•') || trimmed.match(/^\d+\./)) { const content = trimmed.replace(/^[-•]\s*|^\d+\.\s*/, '').trim(); if (content) { switch (currentSection) { case 'insights': result.keyInsights.push(content); break; case 'recommendations': result.recommendations.push(content); break; case 'concerns': result.concerns.push(content); break; case 'metrics': result.metrics.push(content); break; } } } } // Fallback: extract any bullet points if structured parsing failed if (result.keyInsights.length === 0 && result.recommendations.length === 0) { const bulletPoints = response.match(/[-•]\s*([^\n]+)/g) || []; bulletPoints.forEach((point, index) => { const content = point.replace(/^[-•]\s*/, '').trim(); if (index < 3) { result.keyInsights.push(content); } else { result.recommendations.push(content); } }); } } catch (error) { console.error('Error parsing persona response:', error); result.keyInsights = [response.substring(0, 200) + '...']; } return result; } /** * Identify contradictions between persona analyses */ export function identifyContradictions(personaResults) { const contradictions = []; for (let i = 0; i < personaResults.length; i++) { for (let j = i + 1; j < personaResults.length; j++) { const persona1 = personaResults[i]; const persona2 = personaResults[j]; const contradiction = findContradictionBetween(persona1, persona2); if (contradiction) { contradictions.push(contradiction); } } } return contradictions; } /** * Find specific contradictions between two personas */ function findContradictionBetween(persona1, persona2) { const contradictionKeywords = { risk: ['safe', 'secure', 'low-risk', 'guaranteed'], opportunity: ['threat', 'danger', 'risk', 'problem'], fast: ['slow', 'gradual', 'long-term', 'patient'], expensive: ['cheap', 'cost-effective', 'affordable', 'budget'], simple: ['complex', 'complicated', 'sophisticated', 'advanced'], conservative: ['aggressive', 'bold', 'radical', 'disruptive'] }; const allText1 = [...persona1.keyInsights, ...persona1.recommendations].join(' ').toLowerCase(); const allText2 = [...persona2.keyInsights, ...persona2.recommendations].join(' ').toLowerCase(); for (const [concept, opposites] of Object.entries(contradictionKeywords)) { if (allText1.includes(concept) && opposites.some(opp => allText2.includes(opp))) { return { type: 'conceptual', concept: concept, persona1: persona1.persona, persona2: persona2.persona, description: `${persona1.persona} emphasizes ${concept} while ${persona2.persona} suggests ${opposites.find(opp => allText2.includes(opp))}` }; } } return null; }